Kapso — плагин

---
name: kapso
description: Operate Kapso (PyPI leeroo-kapso), which turns coding-agent output into verified outcomes against a measurable objective, from a coding session — launch a build and hand it off, follow it with kapso watch, answer a campaign that is WAITING ON YOU, tell a slow run from a dead one and stop or resume it, learn from a finished campaign into your bank, serve a build or this session the experience it should start from, deploy the winner, and run the harness and experience verbs. Use when the user mentions Kapso or kapso build, watch, inbox, resume, stop, learn, experience, harness, deploy or doctor, asks how a campaign is doing, or says a run died. Do not use for ordinary code edits, for writing the objective and its evaluation (kapso-build does that), for reading a finished run's result (kapso-review does that), or inside a Kapso campaign session, which never launches another campaign.
---

# Kapso

Kapso runs experiment campaigns: propose a candidate, implement it on its own git
branch, score it with the judge, keep the best, repeat. These facts are written for
leeroo-kapso 0.8, the version this plugin pins. Prefer them and the docs links at
the end over reading the package source; a session that greps it runs out of turns.

## Facts that prevent the common mistakes

- Install with `pip install leeroo-kapso` (or `uv tool install leeroo-kapso`). The
  PyPI package named `kapso` is an unrelated WhatsApp tool that shadows the `kapso`
  command. Python 3.10+. The `kapso-setup` skill does the whole install.
- Every model call runs through a coding-agent CLI that must be logged in:
  `claude` (ideation, implementation, judging) and `codex` (research, utilities).
  There is no API-key fallback. `OPENAI_API_KEY` is optional and only ever embeds